OpenAI's New Embedding Models: Performance and Usage - Text-Embedding-3-Small and Text-Embedding-3-Large
James Briggs via YouTube
Overview
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Explore OpenAI's new embedding models, text-embedding-3-small and text-embedding-3-large, in this informative 17-minute video. Learn about the significant performance improvements, particularly in multilingual embeddings, and understand the trade-offs between latency, storage optimization, and accuracy. Discover how to use the new models, including the ability to adjust embedding dimensionality for optimized performance. Compare the new models to the previous Ada 002, examining benchmarks, token limits, and cost implications. Gain insights into practical applications and considerations for implementing these advanced embedding models in various AI and natural language processing projects.
Syllabus
OpenAI Ada 002
New OpenAI Embedding Models
OpenAI Embedding Dimension Parameter
Using OpenAI Embedding 3
Comparing Ada 002 to Embed 3
Taught by
James Briggs